{"id":"W2794776732","doi":"10.1016/j.ejps.2018.03.027","title":"Nasal dilation effects on olfactory deposition in unilateral and bi-directional deliveries: In vitro tests and numerical modeling","year":2018,"lang":"en","type":"article","venue":"European Journal of Pharmaceutical Sciences","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nose; Airway; Medicine; Nasal cavity; Dilation (metric space); Nasal administration; Particle deposition; Biomedical engineering; Anatomy; Anesthesia; Materials science; Mathematics; Geometry; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009224378,0.00008145638,0.0001343961,0.0002565015,0.0001007272,0.00003365204,0.00004267709,0.00002057979,0.00001566023],"category_scores_gemma":[0.0001150808,0.00005875685,0.00002335104,0.0002273358,0.0002273763,0.000217753,0.00002272336,0.0002429882,0.000004843282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004687886,"about_ca_system_score_gemma":0.00004254218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002622272,"about_ca_topic_score_gemma":7.836626e-7,"domain_scores_codex":[0.9988434,0.0003167391,0.0002819278,0.0001418122,0.0002730998,0.0001429818],"domain_scores_gemma":[0.9995729,0.0001194012,0.0000673557,0.00002539789,0.00006953932,0.0001454361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003394925,0.0003966639,0.08340181,0.0001084415,0.00003182329,0.001005269,0.001936749,0.002260821,0.7561958,0.00009734327,0.00004966777,0.1511206],"study_design_scores_gemma":[0.006249065,0.00302346,0.2863593,0.0008687971,0.0000581996,0.0008979139,0.0002275897,0.5780607,0.1232917,0.00005169329,0.0005860513,0.0003255222],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972338,0.0001978846,0.0008834521,0.0004531605,0.0001896344,0.00007049983,4.027202e-7,0.000007259997,0.000963922],"genre_scores_gemma":[0.9981802,0.00004379664,0.0007660586,0.0007297117,0.0002683577,2.579195e-7,3.883181e-7,0.000005523717,0.000005674043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6329042,"threshold_uncertainty_score":0.2396035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453028918104171,"score_gpt":0.3338646863593946,"score_spread":0.279334397178353,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}